Sparse bayesian methods and their applications

• Main Author: Zhao, Lifan
• Other Authors: Bi Guoan
• Format: Theses and Dissertations
• Language: English
• Published: 2016
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
• Online Access: http://hdl.handle.net/10356/66319
• Institution: Nanyang Technological University

The theory of compressed sensing (CS) has been extensively investigated and successfully applied in various areas over the past several decades. The key ingredient in this technique is the proper exploitation of sparsity, which allows the recovery of high-dimensional signals from their low-dimension...